Xiuyi Jia

Predicting Label Distribution From Tie-Allowed Multi-Label Ranking

2023 · IEEE Transactions on Pattern Analysis and Machine Intelligence

Label distribution offers more information about label polysemy than logical label. There are presently two approaches to obtaining label distributions: LDL (label distribution learning) and LE (label enhancement). In LDL, experts must annotate training instances …